Pith Number

pith:ITZQX3MA

pith:2024:ITZQX3MADIMPTQ6FE6EO22WWY5

not attested not anchored not stored refs pending

A Partial Replication of MaskFormer in TensorFlow on TPUs for the TensorFlow Model Garden

Akshath R. Ravikiran, James C. Davis, Vishal Purohit, Wenxin Jiang

arxiv:2404.18801 v1 · 2024-04-29 · cs.CV · cs.LG · cs.SE

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ITZQX3MADIMPTQ6FE6EO22WWY5}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

Improving the Reproducibility of Deep Learning Software: An Initial Investigation through a Case Study Analysis

Receipt and verification

First computed	2026-07-05T08:13:21.001824Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

44f30bed801a18f9c3c52788ed6ad6c7515c5de5e8f7006cf60248621f041ce8

Aliases

arxiv: 2404.18801 · arxiv_version: 2404.18801v1 · doi: 10.48550/arxiv.2404.18801 · pith_short_12: ITZQX3MADIMP · pith_short_16: ITZQX3MADIMPTQ6F · pith_short_8: ITZQX3MA

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/ITZQX3MADIMPTQ6FE6EO22WWY5 \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 44f30bed801a18f9c3c52788ed6ad6c7515c5de5e8f7006cf60248621f041ce8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b9fb0e22a858df3a39707b339fdc938f8ecf131fa6dfbe55ec297e61000f35d4",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-04-29T15:40:40Z",
    "title_canon_sha256": "d486e884c3d482447d4f8fb69cae8c98b854b6fce23ee285ed266f575480ca09"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.18801",
    "kind": "arxiv",
    "version": 1
  }
}